HyperAI超神経

Object Detection

コンピュータビジョンは、機械が画像や動画を解釈し理解する技術です。その目的は、人間の視覚システムを模倣することで複雑なシーンの自動認識と分析を達成することにあります。この技術は、医療画像診断、自動運転、セキュリティ監視などの分野で広く応用されており、効率性と精度を大幅に向上させ、知能社会の発展に貢献しています。

10,000 People - Human Pose Recognition Data
A Dataset of Multispectral Potato Plants Images
A2D
RL [10] Lpixel
AI-TOD
DNTR
AODRaw
Cascade RCNN (ConvNext-T, RAW pre-training)
AquaTrash
Aquavision
BDD100K
BDD100K val
hybrid incremental net
BigDetection val
Cascade R-CNN (R50-FPN)
C2A: Human Detection in Disaster Scenarios
CISOL - Track A - TD-TSR
CISOL - Track B - TSR-only
CityPersons
Cityscapes to Foggy Cityscapes
Clipart1k
MS COCO
MOAT-3 22K+1K
COCO+
RepPoints + Self-adaptation
COCO 2017
UniRepLKNet-XL++
COCO 2017 val
Mr. DETR (Swin-L, 1x, 4scale)
COCO
COCO minival
Co-DETR
COCO-O
EVA
COCO test-dev
LeYOLO-Nano
COCO val2017
Comic2k
CPPE-5
TridentNet
CrowdHuman
S-RCNN+Ours
CrowdHuman (full body)
IterDet (Faster RCNN, ResNet50, 2 iterations)
DeepTrash
YOLOv5
Drinking Waste Classification
Drone vs Bird
DSEC
ELEVATER
GLIP-T
EVD4UAV
EventPed
Extended TACO-1
EfficientDet-D2
Extended TACO-7
Extragalactic Planetary Nebulae
PNe within NGC1380 & NGC1404
FlickrLogos-32
Logo-Yolo
FLIR
MiPa
GEN1 Detection
ERGO-12
GMOT-40
iGDINO MAC-SORT
GQA
KnowZRel
GRAZPEDWRI-DX
YOLOv8x
India Driving Dataset
hybrid incremental net
IndustReal
YoloV8
InOutDoor
iSAID
PANet++
KITTI Cars Easy
KITTI Cars Hard
KITTI Cars Moderate
KITTI Cyclists Easy
KITTI Cyclists Hard
KITTI Cyclists Moderate
KITTI Pedestrians Easy
KITTI Pedestrians Hard
KITTI Pedestrians Moderate
LDD
LeukemiaAttri
LLVIP
LVIS v1.0
LVIS v1.0 minival
LVIS v1.0 val
Co-DETR (single-scale)
Manga109
Manga109-s 15test
YOLOX-L
MJU-Waste
MSCOCO
PP-PicoDet-L
MSCOCO
Multispectral Dataset
TarDAL
MUSES: MUlti-SEnsor Semantic perception dataset
Mask2Former (R50)
NAO
NII-CU MAPD
nuScenes
BIRANet(RGB+Radar)
Objects365
ODinW Full-Shot 13 Tasks
Grounding DINO 1.5 Pro
ODinW Full-shot 35 Tasks
OoDIS
UGainS
OpenImages-v6
PASCAL Part 2010 - Animals
Attention-based Joint Detection of Object and Semantic Part
PASCAL VOC
TinyissimoYOLO-v8
PASCAL VOC 10%
DETReg (ours)
PASCAL VOC 2007
YOLOv7+Inner-IoU
PASCAL VOC 2007 (15+5)
Faster R-CNN
PASCAL VOC 2012
PASCAL VOC 2012 test
SynCo (ResNet-50) 200ep
Pascal VOC to Clipart1K
MILA
PASCAL VOC to Comic2k
CDDMSL
PASCAL VOC to Watercolor2k
PeopleArt
PKU-DDD17-Car
CAFR
PKU-DDD17-Car
STN PLAD
MS-PAD
SA-Det-100k
Relation-DETR (ResNet50 1x)
SAR-AIRcraft-1.0
PGD-YOLOv8
SeaDronesSee
Synth Pretrained Faster R-CNN ResNeXt-101-FPN
SFCHD
YOLOv8+SCALE
SHEL5K
YOLO
SIXray
Optim [39] Lpixel
Songdo Vision
Geo-trax
SpaceNet 1
YOLT
SpaceNet 2
STCrowd
MMPedestron
SUN-RGBD val
CDSSD
TBBR
Swin-T (ImageNet-1k pretrain)
TexBiG 2022 test
TexBiG 2023 test
DetectoRS + LAEM
UA-DETRAC
VSTAM
UAVDT
FFAVOD-SpotNet with U-Net
UAVVaste
USB (Standard USB 1.0 protocol)
UniverseNet-20.08
VEDAI
GHOST
VisDrone- 1% labeled data
VisDrone - 10% labeled data
SSOD + Crop (L + U)
VisDrone - 5% labeled data
VisDrone-DET2019
CZ Det.
Visual Genome
Watercolor2k
WaterScenes
YOLOv8-M
Waymo 2D detection all_ns f0val
YOLOX-L
Waymo 2D detection all_ns test
UniverseNet
Waymo Open Dataset
LeapMotor_Det
WiderPerson
IterDet (Faster RCNN, ResNet50, 2 iterations)